Zheng Qu

DOTA: detect and omit weak attentions for scalable transformer acceleration

Zheng Qu, Liu Liu, Fengbin Tu et al. · 2022 · 117 citations · Full text

Computing, Computer Engineering, Computer Science +16

A Network-Centric Hardware/Algorithm Co-Design to Accelerate Distributed Training of Deep Neural Networks

Youjie Li, Jongse Park, Mohammad Alian et al. · 2018 · 91 citations

Computing, Computer Engineering, Computer Science +17

Efficient tensor core-based GPU kernels for structured sparsity under reduced precision

Zhaodong Chen, Zheng Qu, Liu Liu et al. · 2021 · 46 citations · Full text

Computing, Computer Engineering, Computer Science +17

H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks

Ling Liang, Zheng Qu, Zhaodong Chen et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2021 · 40 citations

Computing, Computer Engineering, Computer Science +14

Dynamic Sparse Attention for Scalable Transformer Acceleration

Liu Liu, Zheng Qu, Zhaodong Chen et al. · IEEE Transactions on Computers · 2022 · 38 citations

Computing, Computer Engineering, Computer Science +15